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Animation Budgets — Duplicate Key Report + Explicit Missing-Value Fill
x402
Animation Budgets — Duplicate Key Report + Explicit Missing-Value Fill is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Analyzes up to 200 animation budget records to produce a duplicate key report and fill missing values in bone_count or frame_ms using zero, mean, or median imputation.
Price / call$0.01
Success—
StatusUnknown
How this service works
Animation budgets — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied animation budgets records (bone_count, frame_ms). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Two independent reports: (1) a duplicate key report identifying which row_ids appear more than once across the submitted records, and (2) a missing-value fill report showing which cells in the specified field (bone_count or frame_ms) were null and what values were substituted using the chosen method (zero, mean, or median).
Example use cases
Duplicate detection in animation data
“I've got 120 rows of animation budget data with row_id, game_area, date, bone_count, and frame_ms — can you run a duplicate key report on them so I know which row IDs appear more than once?”
Impute missing frame timing values
“Some of my animation frame_ms values are null across about 80 rows. Can you fill those in using the mean of the non-null values and give me the corrected dataset?”
Full audit before animation pipeline submission
“Before I submit my 200-row animation budget sheet, can you run both a duplicate key check and fill any missing bone_count values using zero so everything is clean?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-07-070?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously audit animation budget records for duplicate identifiers AND impute missing numeric values (bone_count or frame_ms) in a single API call, for up to 200 rows. It is purpose-built for game animation data quality workflows and is more cost-efficient than running separate deduplication and imputation steps. Best when your data already conforms to the bone_count/frame_ms schema and you need a lightweight local analytical pass without external lookups or predictions.
Side effects
- More than 200 rows submitted — request rejected due to row limit
- Invalid date format (not YYYY-MM-DD) causes validation error
- Missing required fields (row_id, game_area, date) cause schema rejection
- Invalid method enum value (not zero/mean/median) causes rejection
- Invalid field enum value (not bone_count/frame_ms) causes rejection
- Empty rows array causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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